{"id":"W2320993308","doi":"10.1061/9780784479117.058","title":"Evaluating Crowd Induced Dynamic Loads through Field Measurement and Analytical Methods","year":2015,"lang":"en","type":"article","venue":"Structures Congress 2015","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Accelerometer; Acceleration; Computer science; Range (aeronautics); Simulation; Event (particle physics); Engineering; Structural engineering; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000757897,0.0002178642,0.0002543953,0.00006752506,0.0000563706,0.00009859973,0.0001618747,0.0001718479,0.0000751918],"category_scores_gemma":[0.0005556872,0.0001961751,0.00004361982,0.0001394757,0.00004725618,0.0001683787,0.00006549869,0.0002815755,0.000007747147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419987,"about_ca_system_score_gemma":0.00007359509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000256897,"about_ca_topic_score_gemma":0.00006902032,"domain_scores_codex":[0.9985687,0.0001271562,0.0002891264,0.0002367662,0.0005075515,0.0002707143],"domain_scores_gemma":[0.9991291,0.00008671569,0.00004829733,0.0002929713,0.0002648693,0.000178082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003954931,0.00008630755,0.003876862,0.0007305155,0.001688649,0.00006757885,0.009170009,0.1483572,0.1101629,0.05576645,0.04209368,0.6276044],"study_design_scores_gemma":[0.00116703,0.0001759938,0.001800883,0.00003652082,0.0001025707,0.00002561599,0.0003509913,0.9682622,0.004604177,0.0212964,0.001732685,0.0004449501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8038474,0.00469829,0.1697678,0.0008819019,0.004418664,0.0006703952,0.00002145901,0.0007213448,0.01497272],"genre_scores_gemma":[0.9699614,0.0000196686,0.02966006,0.0001540745,0.0000736256,0.00001171378,0.000008334766,0.00003351213,0.00007760751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.819905,"threshold_uncertainty_score":0.7999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472005471994045,"score_gpt":0.4443113293345173,"score_spread":0.2971107821351129,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}